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researcher

Shantanu Gupta

6 papers hereh-index 15477 citations39 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author4
  • middle author2

Across the 6 of 6 papers where every author was matched, so the position is known.

fields
  • cs.LG4
  • cs.HC1
  • stat.ME1
same name
  • Shantanu Gupta — 6 papers, h 3
  • Shantanu Gupta — 1 paper, h 1

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

activity
20202023
most citedLocal Causal Discovery for Estimating Causal Effects

3 citations · 8 across the 6 of their papers we have counts for

collaborators
Showing stat.MEShow all

1 paper · 1 filter

stat.ME2020★ 3 cited

Estimating Treatment Effects with Observed Confounders and Mediators

Shantanu Gupta, Zachary C. Lipton, David Childers

Given a causal graph, the do-calculus can express treatment effects as functionals of the observational joint distribution that can be estimated empirically. Sometimes the do-calcu…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.